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Impulsive control of a nonlinear dynamical network and its application to biological networks
- Source :
- Journal of Biological Physics. 45:31-44
- Publication Year :
- 2018
- Publisher :
- Springer Science and Business Media LLC, 2018.
-
Abstract
- The control of nonlinear dynamical systems is always a notable problem in science. According to control theory, suitable inputs for a controllable dynamical system are critical. Previous studies have shown some principles to determine control nodes and design control function. In this work, we propose a new control strategy of nonlinear systems by constructing impulsive control functions, i.e., we can realize the transition from an undesired state to a desired one by controlling appropriately chosen nodes in a discrete manner. In order to demonstrate the effectiveness of the strategy, we apply it to two biological networks: the epithelial–mesenchymal transition (EMT) network and the Notch1–Dll1–Jag1 signaling pathway. The strategy can not only be used to guide pharmacological design in a more feasible form but can also be applied into the fields of biological, medical and other multistable dynamical systems.
- Subjects :
- 0301 basic medicine
Epithelial-Mesenchymal Transition
Dynamical systems theory
Computer science
Biophysics
Complex system
Dynamical system
Models, Biological
01 natural sciences
Control function
03 medical and health sciences
Control theory
0103 physical sciences
Receptor, Notch1
Molecular Biology
Original Paper
010304 chemical physics
Membrane Proteins
Cell Biology
Function (mathematics)
Atomic and Molecular Physics, and Optics
Nonlinear system
030104 developmental biology
Nonlinear Dynamics
Jagged-1 Protein
Biological network
Signal Transduction
Subjects
Details
- ISSN :
- 15730689 and 00920606
- Volume :
- 45
- Database :
- OpenAIRE
- Journal :
- Journal of Biological Physics
- Accession number :
- edsair.doi.dedup.....e5d03c6069d756c3f076558d36c041fe
- Full Text :
- https://doi.org/10.1007/s10867-018-9513-8